Guangquan Zhou

Orcid: 0000-0002-6467-3592

According to our database1, Guangquan Zhou authored at least 42 papers between 2012 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2025
GFA-Net: Global Feature Aggregation Network Based on Contrastive Learning for Breast Lesion Automated Segmentation in Ultrasound Images.
IEEE Trans. Instrum. Meas., 2025

2024
TAGL: Temporal-Guided Adaptive Graph Learning Network for Coordinated Movement Classification.
IEEE Trans. Ind. Informatics, November, 2024

SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation.
IEEE J. Biomed. Health Informatics, May, 2024

SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging, April, 2024

Minimum Variance Optimizations With Different Covariance Matrices in Plane-Wave Ultrasound Imaging.
IEEE Trans. Instrum. Meas., 2024

TSdetector: Temporal-Spatial Self-correction Collaborative Learning for Colonoscopy Video Detection.
CoRR, 2024

Universal Medical Image Representation Learning with Compositional Decoders.
CoRR, 2024

Mechano-driven intervertebral bone bridging via oriented mechanical stimulus in a twist metamaterial cage: An in silico study.
Comput. Biol. Medicine, 2024

A Multi-group similarity-decoding-based method for deep model ensembling applied in the microcalcification classification on digital mammograms.
Biomed. Signal Process. Control., 2024

DDSB: An Unsupervised and Training-Free Method for Phase Detection in Echocardiography.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

A Rotation-Invariant Texture ViT for Fine-Grained Recognition of Esophageal Cancer Endoscopic Ultrasound Images.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
DSANet: Dual-Branch Shape-Aware Network for Echocardiography Segmentation in Apical Views.
IEEE J. Biomed. Health Informatics, October, 2023

Adaptive Frequency Learning Network With Anti-Aliasing Complex Convolutions for Colon Diseases Subtypes.
IEEE J. Biomed. Health Informatics, October, 2023

TAGNet: A transformer-based axial guided network for bile duct segmentation.
Biomed. Signal Process. Control., September, 2023

BSMNet: Boundary-salience multi-branch network for intima-media identification in carotid ultrasound images.
Comput. Biol. Medicine, August, 2023

Centerline-supervision multi-task learning network for coronary angiography segmentation.
Biomed. Signal Process. Control., April, 2023

DLGNet: A dual-branch lesion-aware network with the supervised Gaussian Mixture model for colon lesions classification in colonoscopy images.
Medical Image Anal., 2023

A balanced allocation method of learning resources in smart classroom based on regional clustering.
Int. J. Reason. based Intell. Syst., 2023

A Complementary Global and Local Knowledge Network for Ultrasound denoising with Fine-grained Refinement.
CoRR, 2023

2022
Online Hard Patch Mining Using Shape Models and Bandit Algorithm for Multi-Organ Segmentation.
IEEE J. Biomed. Health Informatics, 2022

AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images.
Medical Image Anal., 2022

Pre-collapse femoral head necrosis treated by hip abduction: a computational biomechanical analysis.
Health Inf. Sci. Syst., 2022

3D Face Parsing via Surface Parameterization and 2D Semantic Segmentation Network.
CoRR, 2022

Deformable transformer for endoscopic video super-resolution.
Biomed. Signal Process. Control., 2022

Edge-Enhanced Feature Guided Joint Segmentation of Left Atrial and Scars in LGE MRI Images.
Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022

FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

CANet: Channel Extending and Axial Attention Catching Network for Multi-structure Kidney Segmentation.
Proceedings of the Lesion Segmentation in Surgical and Diagnostic Applications, 2022

2021
Learn Fine-Grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images.
IEEE J. Biomed. Health Informatics, 2021

AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound.
Medical Image Anal., 2021

Generalize Ultrasound Image Segmentation Via Instant And Plug & Play Style Transfer.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Contrastive Rendering for Ultrasound Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2018
Understanding indirect system use of junior employees in the context of healthcare.
Inf. Manag., 2018

2017
Automatic Measurement of Spine Curvature on 3-D Ultrasound Volume Projection Image With Phase Features.
IEEE Trans. Medical Imaging, 2017

Hawk-dove game study on green railway alignment selection.
Int. J. Appl. Decis. Sci., 2017

2016
Understanding the Impact of Indirect System Use in the hospital: A Control Perspective.
Proceedings of the International Conference on Information Systems, 2016

2015
Ultrasound Volume Projection Imaging for Assessment of Scoliosis.
IEEE Trans. Medical Imaging, 2015

Automatic Fascicle Length Estimation on Muscle Ultrasound Images With an Orientation-Sensitive Segmentation.
IEEE Trans. Biomed. Eng., 2015

2014
The Sensitive and Efficient Detection of Quadriceps Muscle Thickness Changes in Cross-Sectional Plane Using Ultrasonography: A Feasibility Investigation.
IEEE J. Biomed. Health Informatics, 2014

Reconstruction of the biomechanical transfer path of femoral head necrosis: A subject-specific finite element investigation.
Comput. Biol. Medicine, 2014

2012
Automatic pennation angle measurement in musculoskeletal ultrasound image.
Proceedings of the International Conference on Computerized Healthcare, 2012

Human motion analysis with ultrasound and sonomyography.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012


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